Machine Learning
1297 Threads
I started my career in Data Science back in 2016. Here's a list of Books that I have read/referred ๐ ๐งต๐๐ป
This has been such an excellent year for software system design in ML. So, I compiled a list of some of my favorite papers ๐in MLOps. Here are some of my favorite ones till dateโคต...
Looking for datasets to practice your Machine Learning skills ? Checkout these awesome resources which will basically cost you 0$
10 machine learning projects for beginners ๐
Hyperparameters are numbers that the model cannot learn. So, you need to optimize them on your own. Finding the right hyperparameters is crucial for the viability of your ML model...
I've spent 100's of hours training computer vision models. I've revisited my code and notes from those projects and distilled them into a repeatable process that anyone can follow...
People never talk about the automatic retraining of machine learning models. And when they do, I hear a crucial misunderstanding of how this works: 1 of 7
In online courses, you are *given* the training data, and your job is to fit the best model. In real-world Machine Learning, no one gives you the training data. You need to genera...
Mastery over ๐ฌ๐๐๐๐ always pays off ๐ Top free resources for ๐ซ๐๐๐ ๐จ๐๐๐๐๐๐๐๐ using ๐ฌ๐๐๐๐ ๐ A Thread ๐งต๐
My 22-year old coaching client landed a new-grad Machine Learning job at a NYC startup that pays $175k per year ๐ ($120k base, $40k stock, $15k annual bonus) Here's the 17 inter...
๐ฅทNew (1h55m) Lecture #5: "Becoming a Backprop Ninja" https://t.co/ekZgAQON3O We take the 2-layer MLP from last lecture and backprop through all of it manually: cross entropy loss,...
Starting with the version 1.6, XGBoost has been supporting multi-label regression and classification in the Python package. Internally the models are built one at a time, so the ma...
There are 1,000+ ways to start with deep learning. That's great, but most people are overwhelmed by so many choices. This book will take you 90% of the way. Ignore (almost) every...
Kornia is a Differentiable Library based on PyTorch. ๐ซ Build a ๐ญ๐๐๐ ๐ซ๐๐๐๐๐๐๐ in just a few lines of Python code using Kornia. A Thread ๐งต ๐ @kornia_foss https://t.co/KYZiIMWbP6
Decision trees based Machine Learning models are some of the best performant algorithms in eras of predictive capability, especially on small and heterogenous datasets. 1/4 https:...
Do you want to understand how Diffusion Models work? Stop searching on Google. Here you have one video, one article, and one paper that will tell you everything you need to know:...
ML Research of this week! 1) AlphaTensor @DeepMind can discover novel algorithms 2) Imagen Video, text-to-video generative model @GoogleAI 3) FILM can create slow-motion videos fr...
Learn Machine Learning by spending $0 Here are the top Machine Learning GitHub repositories, You can learn Machine Learning in Python for FREE A Thread ๐งต๐
TOP 40 #Python Projects: Code, Solutions & Full Explanations! https://t.co/5FpgUmoJpv #5G #100DaysOfCode #AI #Analytics #ArtificialIntelligence #BigData #Coding #Data #DataScien...
FREE #Docker Cheat Sheet! ๐๐๐ #5G #100DaysOfCode #AI #Analytics #ArtificialIntelligence #BigData #Coding #Data #DataScience #IoT #MachineLearning #ML #MLOps #NLP #OpenSource #Pyt...
5 machine learning tricks to make your life easy. (A thread) ๐งต๐
๐ฑ+๐ค๐ง Pixel 7 phones were announced this week and if you like Machine Learning, specifically on-device ML, this release brings a lot of cool features! These are my top 5 best ML f...
This past week I came across another paper that purports to get the SOTA for NNs for tabular data. Due to the extreme penchant for exaggeration in this community, I have given up o...
5 case studies of companies like Netflix, Amazon, Airbnb, Zillow and Lyft that will help you understand Data Science and Machine Learning better:
